| feature name |
feature type |
unique values |
description |
| fare_amount |
{'is_numeric': True, 'is_float': True} |
9437/54315955 |
{'mean': 11.32425080107676, 'std': 9.686619867806154, 'min': 0.01, '25%': 6.0, '50%': 8.5, '75%': 12.5, 'max': 500.0} |
| pickup_datetime |
{'is_integer': True, 'is_numeric': True} |
0/54315955 |
{'mean': nan, 'std': nan, 'min': nan, '25%': nan, '50%': nan, '75%': nan, 'max': nan} |
| pickup_longitude |
{'is_numeric': True, 'is_float': True} |
330616/54315955 |
{'mean': -73.97486550941248, 'std': 7.539222564429209, 'min': -3492.263768, '25%': -73.992282, '50%': -73.982093, '75%': -73.96829, 'max': 3439.425565} |
| pickup_latitude |
{'is_numeric': True, 'is_float': True} |
332652/54315955 |
{'mean': 40.75131583493372, 'std': 6.9000534491687935, 'min': -3458.664702, '25%': 40.736552, '50%': 40.75337, '75%': 40.767555, 'max': 3457.625683} |
| dropoff_longitude |
{'is_numeric': True, 'is_float': True} |
428008/54315955 |
{'mean': -73.98535390525977, 'std': 7.580803859829691, 'min': -3493.651853, '25%': -73.991588, '50%': -73.9806, '75%': -73.965332, 'max': 3211.57975} |
| dropoff_latitude |
{'is_numeric': True, 'is_float': True} |
431833/54315955 |
{'mean': 40.762278609905906, 'std': 6.827856144052781, 'min': -3309.274703, '25%': 40.735559, '50%': 40.753854, '75%': 40.768397, 'max': 3537.132528} |
| passenger_count |
{'is_integer': True, 'is_numeric': True} |
9/54315955 |
{'mean': 1.6854824885247806, 'std': 1.3088792120359083, 'min': 0.0, '25%': 1.0, '50%': 1.0, '75%': 2.0, 'max': 8.0} |